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Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 11h ago
Part 3 Prompts and Responses
Prompt: In fact, it looks like MCP is analogous to just building functions for programmatic code. Continue reading on Medium »
Learning about multi-agent architectures and Claude Code — Part 3
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 11h ago
Learning about multi-agent architectures and Claude Code — Part 3
This is part of a small series where I’m working through developing a group activity management app. Continue reading on Medium »
Building a Rain Prediction Model for Abuja: From Raw Weather Data to a Production XGBoost…
Medium · Machine Learning 📐 ML Fundamentals ⚡ AI Lesson 11h ago
Building a Rain Prediction Model for Abuja: From Raw Weather Data to a Production XGBoost…
A guide to predicting daily rain in Abuja using strict time-series feature engineering, walk-forward validation, and actionable evaluation… Continue reading on
Journal Figure Reproduction | Plotting RDA with Python
Medium · Machine Learning 11h ago
Journal Figure Reproduction | Plotting RDA with Python
Redundancy Analysis Continue reading on Top Python Libraries »
He Told AI “Always Format My Code”… It Didn’t Listen
Medium · Machine Learning 💻 AI-Assisted Coding ⚡ AI Lesson 11h ago
He Told AI “Always Format My Code”… It Didn’t Listen
The one feature that turns AI from “helpful” into “reliable” Continue reading on Medium »
Betting on Soccer: Why AI Models Struggle and What It Means for Fintech
Medium · Machine Learning 11h ago
Betting on Soccer: Why AI Models Struggle and What It Means for Fintech
Continue reading on Medium »
Medium · Machine Learning 13h ago
makine öğrenmesinde değerlendirme metrikleri notları — sıralama
sınıflandırma modelinde tahminin isabetli olması yeterliyken; arama ve tavsiye sistemlerinde asıl mesele, doğru sonucu hangi sırada… Continue reading on Medium
Medium · Machine Learning ⚡ AI Lesson 13h ago
AI Discovery Explained
Most people think AI discovery is just a better version of search. Continue reading on Medium »
Anthropic’s Project Glasswing: Securing Critical Software in the AI Era
Medium · Machine Learning 🛡️ AI Safety & Ethics ⚡ AI Lesson 13h ago
Anthropic’s Project Glasswing: Securing Critical Software in the AI Era
One of the world’s leading AI labs has deliberately withheld its most powerful model not to slow progress, but to give defenders a… Continue reading on Medium »
After 4 years — I’m Back!
Medium · Machine Learning 13h ago
After 4 years — I’m Back!
Hello all! It’s been a minute. Live got pretty busy, and I had to take a step back from writing for a bit to focus on other things. Along… Continue reading on M
DiffQuant: End-to-End Sharpe Optimization Through a Differentiable Trading Simulator
Medium · Machine Learning 13h ago
DiffQuant: End-to-End Sharpe Optimization Through a Differentiable Trading Simulator
What happens when you remove the proxy objective from a trading ML pipeline and optimize directly for what actually matters in trading? Continue reading on Medi
When AI Outputs Sound Correct but Are Structurally Wrong
Medium · Machine Learning 13h ago
When AI Outputs Sound Correct but Are Structurally Wrong
Why plausibility without provenance creates confident but incorrect answers Continue reading on Medium »
I Built an AI Agent in Pure Python. Here’s What I Learned.
Medium · Machine Learning 13h ago
I Built an AI Agent in Pure Python. Here’s What I Learned.
The interesting part was not the agent. It was the control around the agent Continue reading on Towards AI »
Choosing the Right Parallelism Strategy in Distributed Machine Learning
Medium · Machine Learning 14h ago
Choosing the Right Parallelism Strategy in Distributed Machine Learning
One of the most common points of confusion in distributed machine learning is deciding between tensor parallelism, pipeline parallelism… Continue reading on Med
Understanding ZeRO vs Pipeline Parallelism: A Systems-Level Perspective
Medium · Machine Learning 14h ago
Understanding ZeRO vs Pipeline Parallelism: A Systems-Level Perspective
Introduction Continue reading on Medium »
Agent AI to Agentic AI: Building Self-Healing Kubernetes Clusters That Learns
Medium · Machine Learning 14h ago
Agent AI to Agentic AI: Building Self-Healing Kubernetes Clusters That Learns
I built a Kubernetes self-healing system that uses vector embeddings, cosine-similarity-based incident matching, and a closed feedback… Continue reading on Medi
What Happens When You Ask an AI a Medical Question?
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 14h ago
What Happens When You Ask an AI a Medical Question?
Last month, my mother had an abdominal scan. The radiologist noted a small umbilical hernia — a common, often incidental finding — and she… Continue reading on
Building a 100% Local Voice-Controlled AI Agent: Architecture, Models and Constraints
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 14h ago
Building a 100% Local Voice-Controlled AI Agent: Architecture, Models and Constraints
The era of wrapper applications built entirely on closed-source APIs is shifting. As local models become remarkably capable, the real… Continue reading on Mediu
Medium · Machine Learning 📐 ML Fundamentals ⚡ AI Lesson 14h ago
Sınıflandırma Modelleri
Sınıflandırma, bir girdinin önceden tanımlanmış kategorilerden hangisine ait olduğunu belirleme görevidir. Continue reading on Medium »
Measuring Consciousness with a Number
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 15h ago
Measuring Consciousness with a Number
Can Machines Be Conscious? — Part 2 Continue reading on Medium »